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For our current endeavour we recommend to go ahead step-by-step, with enough precaution or prudent vigilance [96,99,100] being responsive to feedback from other scientists and non-scientists alike.
So, go ahead and step on the gravel path.
Go ahead and step on a few cracks.
Although when the look-ahead step becomes larger, LSH is not as accurate as SOM, it has great advantage in terms of computation load.
First, choose a suitable embedding dimension, L, for SSA ; considering the critical point described above, for each look-ahead step, there exists a value of L for which the NMAE is smallest.
Don't always be five steps ahead, ten steps ahead".
The look-ahead algorithm performed a single look-ahead step-change in the speed of the speed curve.
In order to assess the performance of the proposed model when forecasting for a range of look-ahead steps, simulation studies of (1sim 20) look-ahead steps are conducted and the forecasting performance is evaluated using NMAE and NRMSE.
Furthermore, NMAE and NRMSE are improved by 69.32 and 69.02 at 6 look-ahead steps, which is the biggest improvement, and by 14.62 and 17.06 at 20 look-ahead steps, which is the least, compared to the Per.
Take the case of forecasting 4 look-ahead steps using the December data of the Elia data set for example.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com